Issue 20, 2023

A simple topology-based model for predicting the activation barriers of reactive processes at 0 K

Abstract

This work reveals an underlying correlation between the topology and energetic features of matter configurations/rearrangements by exploiting two topological concepts, namely, structural stability and persistency, leading thus to a model capable of predicting activation energies at 0 K. This finding provides some answers to the difficulties of applying Thom's functions for extracting energetic information of rate processes, which has been a limitation for exact, biological, and technological sciences. A linear relationship between the experimental barriers of 17 chemical reactions and both concepts was found by studying these systems’ topography along the intrinsic reaction coordinate. Such a procedure led to the model Image ID:d3cp01008b-t1.gif, which accurately predicts the activation energy in reacting systems involving organic and organometallic compounds under different conditions, e.g., the gas-phase, solvent media, and temperature. This function was further recalibrated to enhance its predicting capabilities, generating the equation Image ID:d3cp01008b-t2.gif for this procedure, characterized by a squared Pearson correlation coefficient (r2 = 0.9774) 1.1 times higher. Surprisingly, no improvement was observed.

Graphical abstract: A simple topology-based model for predicting the activation barriers of reactive processes at 0 K

Supplementary files

Article information

Article type
Paper
Submitted
03 Mar 2023
Accepted
18 Apr 2023
First published
15 May 2023
This article is Open Access
Creative Commons BY license

Phys. Chem. Chem. Phys., 2023,25, 14274-14284

A simple topology-based model for predicting the activation barriers of reactive processes at 0 K

L. Ayarde-Henríquez, C. Guerra, M. Duque-Noreña and E. Chamorro, Phys. Chem. Chem. Phys., 2023, 25, 14274 DOI: 10.1039/D3CP01008B

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